Log d observation time is sufficient and necessary to exactly recover the latent network for sparse weak-interaction stationary Hawkes processes.
Modelling security market events in continuous time: Intensity based, multivariate point process models.Journal of Econometrics, 141(2):876–912
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On Observation Time for Recovering Latent Hawkes Networks
Log d observation time is sufficient and necessary to exactly recover the latent network for sparse weak-interaction stationary Hawkes processes.